Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 70000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1398 |
| Duplicate rows (%) | 2.0% |
| Total size in memory | 10.7 MiB |
| Average record size in memory | 160.0 B |
Variable types
| NUM | 20 |
|---|
Reproduction
| Analysis started | 2020-08-25 01:38:17.443293 |
|---|---|
| Analysis finished | 2020-08-25 01:39:27.300941 |
| Duration | 1 minute and 9.86 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 1398 (2.0%) duplicate rows | Duplicates |
591 is highly skewed (γ1 = 28.44550103) | Skewed |
599 has 31607 (45.2%) zeros | Zeros |
591 has 69830 (99.8%) zeros | Zeros |
210 has 22639 (32.3%) zeros | Zeros |
638 has 65104 (93.0%) zeros | Zeros |
175 has 66061 (94.4%) zeros | Zeros |
214 has 22448 (32.1%) zeros | Zeros |
430 has 36995 (52.8%) zeros | Zeros |
260 has 54597 (78.0%) zeros | Zeros |
594 has 62034 (88.6%) zeros | Zeros |
205 has 53342 (76.2%) zeros | Zeros |
577 has 24674 (35.2%) zeros | Zeros |
245 has 39277 (56.1%) zeros | Zeros |
236 has 27521 (39.3%) zeros | Zeros |
219 has 56890 (81.3%) zeros | Zeros |
771 has 69664 (99.5%) zeros | Zeros |
156 has 35301 (50.4%) zeros | Zeros |
517 has 36536 (52.2%) zeros | Zeros |
68 has 69242 (98.9%) zeros | Zeros |
580 has 44651 (63.8%) zeros | Zeros |
target has 6903 (9.9%) zeros | Zeros |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.23087142857143 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 31607 |
| Zeros (%) | 45.2% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 32 |
| Q3 | 247 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 247 |
Descriptive statistics
| Standard deviation | 111.2685883 |
|---|---|
| Coefficient of variation (CV) | 1.099156678 |
| Kurtosis | -1.667597933 |
| Mean | 101.2308714 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.3926868541 |
| Sum | 7086161 |
| Variance | 12380.69875 |
| Value | Count | Frequency (%) | |
| 0 | 31607 | 45.2% | |
| 253 | 7987 | 11.4% | |
| 254 | 3440 | 4.9% | |
| 252 | 3347 | 4.8% | |
| 255 | 1436 | 2.1% | |
| 251 | 537 | 0.8% | |
| 128 | 311 | 0.4% | |
| 250 | 256 | 0.4% | |
| 191 | 204 | 0.3% | |
| 247 | 196 | 0.3% | |
| 245 | 185 | 0.3% | |
| 232 | 178 | 0.3% | |
| 243 | 168 | 0.2% | |
| 236 | 166 | 0.2% | |
| 249 | 166 | 0.2% | |
| 234 | 158 | 0.2% | |
| 11 | 157 | 0.2% | |
| 57 | 156 | 0.2% | |
| 244 | 154 | 0.2% | |
| 4 | 153 | 0.2% | |
| 7 | 150 | 0.2% | |
| 85 | 148 | 0.2% | |
| 248 | 148 | 0.2% | |
| 64 | 146 | 0.2% | |
| 218 | 145 | 0.2% | |
| Other values (231) | 18301 | 26.1% |
| Value | Count | Frequency (%) | |
| 0 | 31607 | 45.2% | |
| 1 | 62 | 0.1% | |
| 2 | 106 | 0.2% | |
| 3 | 127 | 0.2% | |
| 4 | 153 | 0.2% | |
| 5 | 142 | 0.2% | |
| 6 | 127 | 0.2% | |
| 7 | 150 | 0.2% | |
| 8 | 134 | 0.2% | |
| 9 | 128 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1436 | 2.1% | |
| 254 | 3440 | 4.9% | |
| 253 | 7987 | 11.4% | |
| 252 | 3347 | 4.8% | |
| 251 | 537 | 0.8% | |
| 250 | 256 | 0.4% | |
| 249 | 166 | 0.2% | |
| 248 | 148 | 0.2% | |
| 247 | 196 | 0.3% | |
| 246 | 136 | 0.2% |
| Distinct count | 110 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28075714285714287 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 69830 |
| Zeros (%) | 99.8% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.931908963 |
|---|---|
| Coefficient of variation (CV) | 24.6900538 |
| Kurtosis | 867.8561069 |
| Mean | 0.2807571429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.44550103 |
| Sum | 19653 |
| Variance | 48.05136187 |
| Value | Count | Frequency (%) | |
| 0 | 69830 | 99.8% | |
| 254 | 5 | < 0.1% | |
| 253 | 5 | < 0.1% | |
| 61 | 4 | < 0.1% | |
| 13 | 4 | < 0.1% | |
| 231 | 3 | < 0.1% | |
| 1 | 3 | < 0.1% | |
| 76 | 3 | < 0.1% | |
| 22 | 3 | < 0.1% | |
| 25 | 3 | < 0.1% | |
| 191 | 3 | < 0.1% | |
| 28 | 3 | < 0.1% | |
| 31 | 3 | < 0.1% | |
| 38 | 3 | < 0.1% | |
| 255 | 3 | < 0.1% | |
| 121 | 3 | < 0.1% | |
| 82 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 117 | 2 | < 0.1% | |
| 71 | 2 | < 0.1% | |
| 161 | 2 | < 0.1% | |
| 218 | 2 | < 0.1% | |
| 134 | 2 | < 0.1% | |
| 90 | 2 | < 0.1% | |
| Other values (85) | 101 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 69830 | 99.8% | |
| 1 | 3 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 3 | < 0.1% | |
| 254 | 5 | < 0.1% | |
| 253 | 5 | < 0.1% | |
| 243 | 1 | < 0.1% | |
| 240 | 2 | < 0.1% | |
| 237 | 1 | < 0.1% | |
| 233 | 1 | < 0.1% | |
| 231 | 3 | < 0.1% | |
| 230 | 1 | < 0.1% | |
| 224 | 1 | < 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.42585714285714 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 22639 |
| Zeros (%) | 32.3% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 128 |
| Q3 | 252 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 252 |
Descriptive statistics
| Standard deviation | 110.4870171 |
|---|---|
| Coefficient of variation (CV) | 0.8808950533 |
| Kurtosis | -1.781689072 |
| Mean | 125.4258571 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0.002151944242 |
| Sum | 8779810 |
| Variance | 12207.38095 |
| Value | Count | Frequency (%) | |
| 0 | 22639 | 32.3% | |
| 253 | 8684 | 12.4% | |
| 254 | 4586 | 6.6% | |
| 252 | 4294 | 6.1% | |
| 255 | 1797 | 2.6% | |
| 251 | 752 | 1.1% | |
| 128 | 351 | 0.5% | |
| 250 | 332 | 0.5% | |
| 191 | 286 | 0.4% | |
| 248 | 275 | 0.4% | |
| 249 | 240 | 0.3% | |
| 243 | 226 | 0.3% | |
| 29 | 223 | 0.3% | |
| 233 | 219 | 0.3% | |
| 240 | 211 | 0.3% | |
| 247 | 211 | 0.3% | |
| 244 | 207 | 0.3% | |
| 241 | 203 | 0.3% | |
| 64 | 202 | 0.3% | |
| 141 | 199 | 0.3% | |
| 234 | 198 | 0.3% | |
| 237 | 195 | 0.3% | |
| 226 | 188 | 0.3% | |
| 235 | 187 | 0.3% | |
| 214 | 185 | 0.3% | |
| Other values (231) | 22910 | 32.7% |
| Value | Count | Frequency (%) | |
| 0 | 22639 | 32.3% | |
| 1 | 76 | 0.1% | |
| 2 | 147 | 0.2% | |
| 3 | 108 | 0.2% | |
| 4 | 152 | 0.2% | |
| 5 | 127 | 0.2% | |
| 6 | 139 | 0.2% | |
| 7 | 150 | 0.2% | |
| 8 | 95 | 0.1% | |
| 9 | 158 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1797 | 2.6% | |
| 254 | 4586 | 6.6% | |
| 253 | 8684 | 12.4% | |
| 252 | 4294 | 6.1% | |
| 251 | 752 | 1.1% | |
| 250 | 332 | 0.5% | |
| 249 | 240 | 0.3% | |
| 248 | 275 | 0.4% | |
| 247 | 211 | 0.3% | |
| 246 | 165 | 0.2% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.942971428571429 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 65104 |
| Zeros (%) | 93.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 45 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.81242038 |
|---|---|
| Coefficient of variation (CV) | 4.563630858 |
| Kurtosis | 24.33719951 |
| Mean | 8.942971429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.978898382 |
| Sum | 626008 |
| Variance | 1665.653657 |
| Value | Count | Frequency (%) | |
| 0 | 65104 | 93.0% | |
| 253 | 421 | 0.6% | |
| 252 | 221 | 0.3% | |
| 254 | 128 | 0.2% | |
| 255 | 99 | 0.1% | |
| 5 | 74 | 0.1% | |
| 21 | 62 | 0.1% | |
| 251 | 61 | 0.1% | |
| 2 | 59 | 0.1% | |
| 7 | 57 | 0.1% | |
| 1 | 51 | 0.1% | |
| 128 | 50 | 0.1% | |
| 12 | 49 | 0.1% | |
| 10 | 48 | 0.1% | |
| 19 | 44 | 0.1% | |
| 17 | 43 | 0.1% | |
| 3 | 42 | 0.1% | |
| 15 | 40 | 0.1% | |
| 13 | 40 | 0.1% | |
| 4 | 39 | 0.1% | |
| 6 | 37 | 0.1% | |
| 9 | 37 | 0.1% | |
| 64 | 37 | 0.1% | |
| 8 | 37 | 0.1% | |
| 28 | 37 | 0.1% | |
| Other values (231) | 3083 | 4.4% |
| Value | Count | Frequency (%) | |
| 0 | 65104 | 93.0% | |
| 1 | 51 | 0.1% | |
| 2 | 59 | 0.1% | |
| 3 | 42 | 0.1% | |
| 4 | 39 | 0.1% | |
| 5 | 74 | 0.1% | |
| 6 | 37 | 0.1% | |
| 7 | 57 | 0.1% | |
| 8 | 37 | 0.1% | |
| 9 | 37 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 99 | 0.1% | |
| 254 | 128 | 0.2% | |
| 253 | 421 | 0.6% | |
| 252 | 221 | 0.3% | |
| 251 | 61 | 0.1% | |
| 250 | 34 | < 0.1% | |
| 249 | 15 | < 0.1% | |
| 248 | 11 | < 0.1% | |
| 247 | 20 | < 0.1% | |
| 246 | 13 | < 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.400014285714286 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 66061 |
| Zeros (%) | 94.4% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37.28023835 |
|---|---|
| Coefficient of variation (CV) | 5.037860322 |
| Kurtosis | 30.32232417 |
| Mean | 7.400014286 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.519422184 |
| Sum | 518001 |
| Variance | 1389.816172 |
| Value | Count | Frequency (%) | |
| 0 | 66061 | 94.4% | |
| 253 | 334 | 0.5% | |
| 252 | 187 | 0.3% | |
| 254 | 138 | 0.2% | |
| 255 | 77 | 0.1% | |
| 13 | 55 | 0.1% | |
| 4 | 49 | 0.1% | |
| 128 | 45 | 0.1% | |
| 19 | 42 | 0.1% | |
| 251 | 40 | 0.1% | |
| 7 | 39 | 0.1% | |
| 64 | 37 | 0.1% | |
| 29 | 37 | 0.1% | |
| 8 | 36 | 0.1% | |
| 1 | 36 | 0.1% | |
| 5 | 35 | 0.1% | |
| 57 | 35 | 0.1% | |
| 11 | 34 | < 0.1% | |
| 47 | 31 | < 0.1% | |
| 85 | 31 | < 0.1% | |
| 191 | 30 | < 0.1% | |
| 82 | 30 | < 0.1% | |
| 55 | 28 | < 0.1% | |
| 3 | 28 | < 0.1% | |
| 22 | 28 | < 0.1% | |
| Other values (231) | 2477 | 3.5% |
| Value | Count | Frequency (%) | |
| 0 | 66061 | 94.4% | |
| 1 | 36 | 0.1% | |
| 2 | 24 | < 0.1% | |
| 3 | 28 | < 0.1% | |
| 4 | 49 | 0.1% | |
| 5 | 35 | 0.1% | |
| 6 | 28 | < 0.1% | |
| 7 | 39 | 0.1% | |
| 8 | 36 | 0.1% | |
| 9 | 19 | < 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 77 | 0.1% | |
| 254 | 138 | 0.2% | |
| 253 | 334 | 0.5% | |
| 252 | 187 | 0.3% | |
| 251 | 40 | 0.1% | |
| 250 | 22 | < 0.1% | |
| 249 | 9 | < 0.1% | |
| 248 | 15 | < 0.1% | |
| 247 | 8 | < 0.1% | |
| 246 | 18 | < 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.66421428571428 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 22448 |
| Zeros (%) | 32.1% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 132 |
| Q3 | 252 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 252 |
Descriptive statistics
| Standard deviation | 110.6841328 |
|---|---|
| Coefficient of variation (CV) | 0.8738390191 |
| Kurtosis | -1.784376435 |
| Mean | 126.6642143 |
| Median Absolute Deviation (MAD) | 121 |
| Skewness | -0.01882936654 |
| Sum | 8866495 |
| Variance | 12250.97725 |
| Value | Count | Frequency (%) | |
| 0 | 22448 | 32.1% | |
| 253 | 8929 | 12.8% | |
| 252 | 4591 | 6.6% | |
| 254 | 4487 | 6.4% | |
| 255 | 1758 | 2.5% | |
| 251 | 814 | 1.2% | |
| 250 | 353 | 0.5% | |
| 128 | 351 | 0.5% | |
| 191 | 262 | 0.4% | |
| 249 | 235 | 0.3% | |
| 245 | 226 | 0.3% | |
| 244 | 219 | 0.3% | |
| 247 | 219 | 0.3% | |
| 248 | 198 | 0.3% | |
| 246 | 196 | 0.3% | |
| 233 | 193 | 0.3% | |
| 243 | 191 | 0.3% | |
| 237 | 184 | 0.3% | |
| 10 | 183 | 0.3% | |
| 226 | 179 | 0.3% | |
| 236 | 179 | 0.3% | |
| 234 | 177 | 0.3% | |
| 84 | 177 | 0.3% | |
| 231 | 176 | 0.3% | |
| 203 | 175 | 0.2% | |
| Other values (231) | 22900 | 32.7% |
| Value | Count | Frequency (%) | |
| 0 | 22448 | 32.1% | |
| 1 | 104 | 0.1% | |
| 2 | 134 | 0.2% | |
| 3 | 168 | 0.2% | |
| 4 | 164 | 0.2% | |
| 5 | 126 | 0.2% | |
| 6 | 138 | 0.2% | |
| 7 | 156 | 0.2% | |
| 8 | 104 | 0.1% | |
| 9 | 137 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1758 | 2.5% | |
| 254 | 4487 | 6.4% | |
| 253 | 8929 | 12.8% | |
| 252 | 4591 | 6.6% | |
| 251 | 814 | 1.2% | |
| 250 | 353 | 0.5% | |
| 249 | 235 | 0.3% | |
| 248 | 198 | 0.3% | |
| 247 | 219 | 0.3% | |
| 246 | 196 | 0.3% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.66635714285714 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 36995 |
| Zeros (%) | 52.8% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 218 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 218 |
Descriptive statistics
| Standard deviation | 108.1396271 |
|---|---|
| Coefficient of variation (CV) | 1.262334839 |
| Kurtosis | -1.375777753 |
| Mean | 85.66635714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6673318686 |
| Sum | 5996645 |
| Variance | 11694.17896 |
| Value | Count | Frequency (%) | |
| 0 | 36995 | 52.8% | |
| 253 | 6069 | 8.7% | |
| 254 | 4189 | 6.0% | |
| 252 | 2097 | 3.0% | |
| 255 | 1297 | 1.9% | |
| 251 | 330 | 0.5% | |
| 128 | 217 | 0.3% | |
| 29 | 171 | 0.2% | |
| 250 | 160 | 0.2% | |
| 64 | 152 | 0.2% | |
| 191 | 150 | 0.2% | |
| 234 | 146 | 0.2% | |
| 243 | 144 | 0.2% | |
| 249 | 136 | 0.2% | |
| 247 | 134 | 0.2% | |
| 244 | 132 | 0.2% | |
| 11 | 129 | 0.2% | |
| 10 | 128 | 0.2% | |
| 7 | 127 | 0.2% | |
| 245 | 126 | 0.2% | |
| 226 | 126 | 0.2% | |
| 5 | 125 | 0.2% | |
| 228 | 123 | 0.2% | |
| 233 | 123 | 0.2% | |
| 9 | 122 | 0.2% | |
| Other values (231) | 16352 | 23.4% |
| Value | Count | Frequency (%) | |
| 0 | 36995 | 52.8% | |
| 1 | 51 | 0.1% | |
| 2 | 87 | 0.1% | |
| 3 | 99 | 0.1% | |
| 4 | 111 | 0.2% | |
| 5 | 125 | 0.2% | |
| 6 | 83 | 0.1% | |
| 7 | 127 | 0.2% | |
| 8 | 94 | 0.1% | |
| 9 | 122 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1297 | 1.9% | |
| 254 | 4189 | 6.0% | |
| 253 | 6069 | 8.7% | |
| 252 | 2097 | 3.0% | |
| 251 | 330 | 0.5% | |
| 250 | 160 | 0.2% | |
| 249 | 136 | 0.2% | |
| 248 | 97 | 0.1% | |
| 247 | 134 | 0.2% | |
| 246 | 103 | 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.39194285714286 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 54597 |
| Zeros (%) | 78.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 252 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 77.84747495 |
|---|---|
| Coefficient of variation (CV) | 2.263538157 |
| Kurtosis | 2.766480954 |
| Mean | 34.39194286 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.100110949 |
| Sum | 2407436 |
| Variance | 6060.229356 |
| Value | Count | Frequency (%) | |
| 0 | 54597 | 78.0% | |
| 253 | 2096 | 3.0% | |
| 252 | 1117 | 1.6% | |
| 254 | 807 | 1.2% | |
| 255 | 403 | 0.6% | |
| 251 | 202 | 0.3% | |
| 128 | 164 | 0.2% | |
| 11 | 127 | 0.2% | |
| 64 | 116 | 0.2% | |
| 250 | 114 | 0.2% | |
| 13 | 108 | 0.2% | |
| 6 | 106 | 0.2% | |
| 19 | 101 | 0.1% | |
| 2 | 101 | 0.1% | |
| 7 | 91 | 0.1% | |
| 9 | 87 | 0.1% | |
| 191 | 87 | 0.1% | |
| 3 | 86 | 0.1% | |
| 1 | 85 | 0.1% | |
| 4 | 82 | 0.1% | |
| 37 | 82 | 0.1% | |
| 21 | 81 | 0.1% | |
| 41 | 80 | 0.1% | |
| 25 | 78 | 0.1% | |
| 10 | 76 | 0.1% | |
| Other values (231) | 8926 | 12.8% |
| Value | Count | Frequency (%) | |
| 0 | 54597 | 78.0% | |
| 1 | 85 | 0.1% | |
| 2 | 101 | 0.1% | |
| 3 | 86 | 0.1% | |
| 4 | 82 | 0.1% | |
| 5 | 70 | 0.1% | |
| 6 | 106 | 0.2% | |
| 7 | 91 | 0.1% | |
| 8 | 76 | 0.1% | |
| 9 | 87 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 403 | 0.6% | |
| 254 | 807 | 1.2% | |
| 253 | 2096 | 3.0% | |
| 252 | 1117 | 1.6% | |
| 251 | 202 | 0.3% | |
| 250 | 114 | 0.2% | |
| 249 | 59 | 0.1% | |
| 248 | 40 | 0.1% | |
| 247 | 63 | 0.1% | |
| 246 | 45 | 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.70575714285714 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 62034 |
| Zeros (%) | 88.6% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 184 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 56.0681486 |
|---|---|
| Coefficient of variation (CV) | 3.356217148 |
| Kurtosis | 10.64654531 |
| Mean | 16.70575714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.454064269 |
| Sum | 1169403 |
| Variance | 3143.637287 |
| Value | Count | Frequency (%) | |
| 0 | 62034 | 88.6% | |
| 253 | 889 | 1.3% | |
| 252 | 457 | 0.7% | |
| 254 | 362 | 0.5% | |
| 255 | 256 | 0.4% | |
| 13 | 100 | 0.1% | |
| 128 | 89 | 0.1% | |
| 251 | 81 | 0.1% | |
| 64 | 78 | 0.1% | |
| 7 | 75 | 0.1% | |
| 10 | 60 | 0.1% | |
| 29 | 59 | 0.1% | |
| 19 | 58 | 0.1% | |
| 4 | 57 | 0.1% | |
| 32 | 56 | 0.1% | |
| 12 | 52 | 0.1% | |
| 191 | 52 | 0.1% | |
| 51 | 51 | 0.1% | |
| 1 | 50 | 0.1% | |
| 21 | 49 | 0.1% | |
| 9 | 49 | 0.1% | |
| 3 | 49 | 0.1% | |
| 6 | 48 | 0.1% | |
| 38 | 48 | 0.1% | |
| 2 | 48 | 0.1% | |
| Other values (231) | 4793 | 6.8% |
| Value | Count | Frequency (%) | |
| 0 | 62034 | 88.6% | |
| 1 | 50 | 0.1% | |
| 2 | 48 | 0.1% | |
| 3 | 49 | 0.1% | |
| 4 | 57 | 0.1% | |
| 5 | 47 | 0.1% | |
| 6 | 48 | 0.1% | |
| 7 | 75 | 0.1% | |
| 8 | 41 | 0.1% | |
| 9 | 49 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 256 | 0.4% | |
| 254 | 362 | 0.5% | |
| 253 | 889 | 1.3% | |
| 252 | 457 | 0.7% | |
| 251 | 81 | 0.1% | |
| 250 | 33 | < 0.1% | |
| 249 | 28 | < 0.1% | |
| 248 | 29 | < 0.1% | |
| 247 | 36 | 0.1% | |
| 246 | 24 | < 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.46777142857143 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 53342 |
| Zeros (%) | 76.2% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 252 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 79.09292302 |
|---|---|
| Coefficient of variation (CV) | 2.168844432 |
| Kurtosis | 2.362925219 |
| Mean | 36.46777143 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.998369215 |
| Sum | 2552744 |
| Variance | 6255.690471 |
| Value | Count | Frequency (%) | |
| 0 | 53342 | 76.2% | |
| 253 | 2060 | 2.9% | |
| 252 | 1089 | 1.6% | |
| 254 | 882 | 1.3% | |
| 255 | 498 | 0.7% | |
| 251 | 192 | 0.3% | |
| 128 | 175 | 0.2% | |
| 64 | 140 | 0.2% | |
| 7 | 119 | 0.2% | |
| 13 | 117 | 0.2% | |
| 1 | 117 | 0.2% | |
| 2 | 106 | 0.2% | |
| 191 | 105 | 0.1% | |
| 29 | 102 | 0.1% | |
| 4 | 101 | 0.1% | |
| 21 | 100 | 0.1% | |
| 11 | 99 | 0.1% | |
| 250 | 95 | 0.1% | |
| 19 | 94 | 0.1% | |
| 8 | 93 | 0.1% | |
| 15 | 93 | 0.1% | |
| 57 | 92 | 0.1% | |
| 25 | 89 | 0.1% | |
| 3 | 88 | 0.1% | |
| 5 | 85 | 0.1% | |
| Other values (231) | 9927 | 14.2% |
| Value | Count | Frequency (%) | |
| 0 | 53342 | 76.2% | |
| 1 | 117 | 0.2% | |
| 2 | 106 | 0.2% | |
| 3 | 88 | 0.1% | |
| 4 | 101 | 0.1% | |
| 5 | 85 | 0.1% | |
| 6 | 70 | 0.1% | |
| 7 | 119 | 0.2% | |
| 8 | 93 | 0.1% | |
| 9 | 82 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 498 | 0.7% | |
| 254 | 882 | 1.3% | |
| 253 | 2060 | 2.9% | |
| 252 | 1089 | 1.6% | |
| 251 | 192 | 0.3% | |
| 250 | 95 | 0.1% | |
| 249 | 75 | 0.1% | |
| 248 | 47 | 0.1% | |
| 247 | 42 | 0.1% | |
| 246 | 59 | 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.34411428571428 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 24674 |
| Zeros (%) | 35.2% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 108 |
| Q3 | 252 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 252 |
Descriptive statistics
| Standard deviation | 111.2923132 |
|---|---|
| Coefficient of variation (CV) | 0.932532902 |
| Kurtosis | -1.789107071 |
| Mean | 119.3441143 |
| Median Absolute Deviation (MAD) | 108 |
| Skewness | 0.09869098895 |
| Sum | 8354088 |
| Variance | 12385.97899 |
| Value | Count | Frequency (%) | |
| 0 | 24674 | 35.2% | |
| 253 | 8736 | 12.5% | |
| 254 | 4575 | 6.5% | |
| 252 | 3428 | 4.9% | |
| 255 | 1802 | 2.6% | |
| 251 | 667 | 1.0% | |
| 128 | 392 | 0.6% | |
| 250 | 298 | 0.4% | |
| 191 | 268 | 0.4% | |
| 247 | 247 | 0.4% | |
| 249 | 246 | 0.4% | |
| 233 | 223 | 0.3% | |
| 226 | 221 | 0.3% | |
| 245 | 204 | 0.3% | |
| 243 | 197 | 0.3% | |
| 242 | 195 | 0.3% | |
| 241 | 193 | 0.3% | |
| 5 | 189 | 0.3% | |
| 244 | 187 | 0.3% | |
| 64 | 187 | 0.3% | |
| 246 | 186 | 0.3% | |
| 4 | 182 | 0.3% | |
| 236 | 172 | 0.2% | |
| 29 | 169 | 0.2% | |
| 248 | 168 | 0.2% | |
| Other values (231) | 21994 | 31.4% |
| Value | Count | Frequency (%) | |
| 0 | 24674 | 35.2% | |
| 1 | 93 | 0.1% | |
| 2 | 134 | 0.2% | |
| 3 | 156 | 0.2% | |
| 4 | 182 | 0.3% | |
| 5 | 189 | 0.3% | |
| 6 | 131 | 0.2% | |
| 7 | 162 | 0.2% | |
| 8 | 160 | 0.2% | |
| 9 | 136 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1802 | 2.6% | |
| 254 | 4575 | 6.5% | |
| 253 | 8736 | 12.5% | |
| 252 | 3428 | 4.9% | |
| 251 | 667 | 1.0% | |
| 250 | 298 | 0.4% | |
| 249 | 246 | 0.4% | |
| 248 | 168 | 0.2% | |
| 247 | 247 | 0.4% | |
| 246 | 186 | 0.3% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.99298571428571 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 39277 |
| Zeros (%) | 56.1% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 188 |
| 95-th percentile | 253 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 188 |
Descriptive statistics
| Standard deviation | 104.444839 |
|---|---|
| Coefficient of variation (CV) | 1.356550056 |
| Kurtosis | -1.108890547 |
| Mean | 76.99298571 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8312512301 |
| Sum | 5389509 |
| Variance | 10908.7244 |
| Value | Count | Frequency (%) | |
| 0 | 39277 | 56.1% | |
| 253 | 5659 | 8.1% | |
| 254 | 2353 | 3.4% | |
| 252 | 2258 | 3.2% | |
| 255 | 1018 | 1.5% | |
| 251 | 372 | 0.5% | |
| 128 | 283 | 0.4% | |
| 191 | 201 | 0.3% | |
| 250 | 194 | 0.3% | |
| 64 | 165 | 0.2% | |
| 247 | 142 | 0.2% | |
| 9 | 140 | 0.2% | |
| 170 | 138 | 0.2% | |
| 10 | 138 | 0.2% | |
| 21 | 138 | 0.2% | |
| 240 | 137 | 0.2% | |
| 244 | 135 | 0.2% | |
| 225 | 134 | 0.2% | |
| 249 | 133 | 0.2% | |
| 241 | 133 | 0.2% | |
| 243 | 131 | 0.2% | |
| 14 | 127 | 0.2% | |
| 248 | 126 | 0.2% | |
| 168 | 126 | 0.2% | |
| 245 | 123 | 0.2% | |
| Other values (231) | 16219 | 23.2% |
| Value | Count | Frequency (%) | |
| 0 | 39277 | 56.1% | |
| 1 | 73 | 0.1% | |
| 2 | 76 | 0.1% | |
| 3 | 86 | 0.1% | |
| 4 | 110 | 0.2% | |
| 5 | 112 | 0.2% | |
| 6 | 100 | 0.1% | |
| 7 | 106 | 0.2% | |
| 8 | 88 | 0.1% | |
| 9 | 140 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1018 | 1.5% | |
| 254 | 2353 | 3.4% | |
| 253 | 5659 | 8.1% | |
| 252 | 2258 | 3.2% | |
| 251 | 372 | 0.5% | |
| 250 | 194 | 0.3% | |
| 249 | 133 | 0.2% | |
| 248 | 126 | 0.2% | |
| 247 | 142 | 0.2% | |
| 246 | 96 | 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.35321428571429 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 27521 |
| Zeros (%) | 39.3% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 69 |
| Q3 | 248 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 248 |
Descriptive statistics
| Standard deviation | 110.6227785 |
|---|---|
| Coefficient of variation (CV) | 1.011609757 |
| Kurtosis | -1.734113147 |
| Mean | 109.3532143 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 0.2579863958 |
| Sum | 7654725 |
| Variance | 12237.39913 |
| Value | Count | Frequency (%) | |
| 0 | 27521 | 39.3% | |
| 253 | 7309 | 10.4% | |
| 252 | 4022 | 5.7% | |
| 254 | 3503 | 5.0% | |
| 255 | 1317 | 1.9% | |
| 251 | 638 | 0.9% | |
| 250 | 371 | 0.5% | |
| 128 | 335 | 0.5% | |
| 191 | 250 | 0.4% | |
| 249 | 247 | 0.4% | |
| 243 | 221 | 0.3% | |
| 248 | 216 | 0.3% | |
| 247 | 213 | 0.3% | |
| 246 | 210 | 0.3% | |
| 245 | 205 | 0.3% | |
| 233 | 199 | 0.3% | |
| 244 | 197 | 0.3% | |
| 29 | 194 | 0.3% | |
| 64 | 189 | 0.3% | |
| 240 | 188 | 0.3% | |
| 234 | 186 | 0.3% | |
| 242 | 180 | 0.3% | |
| 7 | 177 | 0.3% | |
| 241 | 175 | 0.2% | |
| 4 | 168 | 0.2% | |
| Other values (231) | 21569 | 30.8% |
| Value | Count | Frequency (%) | |
| 0 | 27521 | 39.3% | |
| 1 | 96 | 0.1% | |
| 2 | 165 | 0.2% | |
| 3 | 141 | 0.2% | |
| 4 | 168 | 0.2% | |
| 5 | 154 | 0.2% | |
| 6 | 158 | 0.2% | |
| 7 | 177 | 0.3% | |
| 8 | 142 | 0.2% | |
| 9 | 163 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1317 | 1.9% | |
| 254 | 3503 | 5.0% | |
| 253 | 7309 | 10.4% | |
| 252 | 4022 | 5.7% | |
| 251 | 638 | 0.9% | |
| 250 | 371 | 0.5% | |
| 249 | 247 | 0.4% | |
| 248 | 216 | 0.3% | |
| 247 | 213 | 0.3% | |
| 246 | 210 | 0.3% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.781357142857143 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 56890 |
| Zeros (%) | 81.3% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 249 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70.34034632 |
|---|---|
| Coefficient of variation (CV) | 2.531926211 |
| Kurtosis | 4.542757167 |
| Mean | 27.78135714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.464737169 |
| Sum | 1944695 |
| Variance | 4947.764321 |
| Value | Count | Frequency (%) | |
| 0 | 56890 | 81.3% | |
| 253 | 1466 | 2.1% | |
| 252 | 755 | 1.1% | |
| 254 | 679 | 1.0% | |
| 255 | 358 | 0.5% | |
| 251 | 137 | 0.2% | |
| 128 | 136 | 0.2% | |
| 19 | 111 | 0.2% | |
| 2 | 110 | 0.2% | |
| 13 | 110 | 0.2% | |
| 7 | 105 | 0.1% | |
| 9 | 96 | 0.1% | |
| 5 | 95 | 0.1% | |
| 17 | 95 | 0.1% | |
| 6 | 88 | 0.1% | |
| 12 | 88 | 0.1% | |
| 10 | 87 | 0.1% | |
| 1 | 86 | 0.1% | |
| 250 | 84 | 0.1% | |
| 35 | 82 | 0.1% | |
| 11 | 79 | 0.1% | |
| 8 | 77 | 0.1% | |
| 64 | 77 | 0.1% | |
| 4 | 75 | 0.1% | |
| 84 | 74 | 0.1% | |
| Other values (231) | 7960 | 11.4% |
| Value | Count | Frequency (%) | |
| 0 | 56890 | 81.3% | |
| 1 | 86 | 0.1% | |
| 2 | 110 | 0.2% | |
| 3 | 70 | 0.1% | |
| 4 | 75 | 0.1% | |
| 5 | 95 | 0.1% | |
| 6 | 88 | 0.1% | |
| 7 | 105 | 0.1% | |
| 8 | 77 | 0.1% | |
| 9 | 96 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 358 | 0.5% | |
| 254 | 679 | 1.0% | |
| 253 | 1466 | 2.1% | |
| 252 | 755 | 1.1% | |
| 251 | 137 | 0.2% | |
| 250 | 84 | 0.1% | |
| 249 | 50 | 0.1% | |
| 248 | 56 | 0.1% | |
| 247 | 63 | 0.1% | |
| 246 | 43 | 0.1% |
| Distinct count | 164 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6695 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 69664 |
| Zeros (%) | 99.5% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.23670843 |
|---|---|
| Coefficient of variation (CV) | 16.78373179 |
| Kurtosis | 365.8487366 |
| Mean | 0.6695 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.64683466 |
| Sum | 46865 |
| Variance | 126.2636164 |
| Value | Count | Frequency (%) | |
| 0 | 69664 | 99.5% | |
| 253 | 20 | < 0.1% | |
| 252 | 13 | < 0.1% | |
| 254 | 13 | < 0.1% | |
| 255 | 8 | < 0.1% | |
| 13 | 7 | < 0.1% | |
| 100 | 7 | < 0.1% | |
| 103 | 5 | < 0.1% | |
| 191 | 5 | < 0.1% | |
| 51 | 5 | < 0.1% | |
| 31 | 4 | < 0.1% | |
| 238 | 4 | < 0.1% | |
| 131 | 4 | < 0.1% | |
| 56 | 4 | < 0.1% | |
| 28 | 4 | < 0.1% | |
| 189 | 3 | < 0.1% | |
| 49 | 3 | < 0.1% | |
| 168 | 3 | < 0.1% | |
| 104 | 3 | < 0.1% | |
| 217 | 3 | < 0.1% | |
| 211 | 3 | < 0.1% | |
| 145 | 3 | < 0.1% | |
| 138 | 3 | < 0.1% | |
| 10 | 3 | < 0.1% | |
| 135 | 3 | < 0.1% | |
| Other values (139) | 203 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 69664 | 99.5% | |
| 1 | 2 | < 0.1% | |
| 2 | 3 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 7 | 3 | < 0.1% | |
| 10 | 3 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 8 | < 0.1% | |
| 254 | 13 | < 0.1% | |
| 253 | 20 | < 0.1% | |
| 252 | 13 | < 0.1% | |
| 251 | 2 | < 0.1% | |
| 245 | 1 | < 0.1% | |
| 243 | 1 | < 0.1% | |
| 241 | 1 | < 0.1% | |
| 240 | 2 | < 0.1% | |
| 238 | 4 | < 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.99132857142857 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 35301 |
| Zeros (%) | 50.4% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 224 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 224 |
Descriptive statistics
| Standard deviation | 108.670361 |
|---|---|
| Coefficient of variation (CV) | 1.194293596 |
| Kurtosis | -1.491983504 |
| Mean | 90.99132857 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5595320236 |
| Sum | 6369393 |
| Variance | 11809.24736 |
| Value | Count | Frequency (%) | |
| 0 | 35301 | 50.4% | |
| 253 | 5781 | 8.3% | |
| 254 | 3868 | 5.5% | |
| 252 | 2145 | 3.1% | |
| 255 | 2132 | 3.0% | |
| 128 | 336 | 0.5% | |
| 251 | 292 | 0.4% | |
| 191 | 271 | 0.4% | |
| 249 | 195 | 0.3% | |
| 250 | 182 | 0.3% | |
| 13 | 162 | 0.2% | |
| 248 | 157 | 0.2% | |
| 241 | 156 | 0.2% | |
| 243 | 156 | 0.2% | |
| 29 | 152 | 0.2% | |
| 64 | 149 | 0.2% | |
| 233 | 145 | 0.2% | |
| 226 | 142 | 0.2% | |
| 144 | 138 | 0.2% | |
| 141 | 137 | 0.2% | |
| 218 | 135 | 0.2% | |
| 244 | 134 | 0.2% | |
| 5 | 133 | 0.2% | |
| 47 | 128 | 0.2% | |
| 247 | 126 | 0.2% | |
| Other values (231) | 17347 | 24.8% |
| Value | Count | Frequency (%) | |
| 0 | 35301 | 50.4% | |
| 1 | 58 | 0.1% | |
| 2 | 97 | 0.1% | |
| 3 | 98 | 0.1% | |
| 4 | 93 | 0.1% | |
| 5 | 133 | 0.2% | |
| 6 | 97 | 0.1% | |
| 7 | 117 | 0.2% | |
| 8 | 57 | 0.1% | |
| 9 | 99 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 2132 | 3.0% | |
| 254 | 3868 | 5.5% | |
| 253 | 5781 | 8.3% | |
| 252 | 2145 | 3.1% | |
| 251 | 292 | 0.4% | |
| 250 | 182 | 0.3% | |
| 249 | 195 | 0.3% | |
| 248 | 157 | 0.2% | |
| 247 | 126 | 0.2% | |
| 246 | 111 | 0.2% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.19511428571428 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 36536 |
| Zeros (%) | 52.2% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 208 |
| 95-th percentile | 254 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 208 |
Descriptive statistics
| Standard deviation | 106.538286 |
|---|---|
| Coefficient of variation (CV) | 1.280583445 |
| Kurtosis | -1.289721986 |
| Mean | 83.19511429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7177189006 |
| Sum | 5823658 |
| Variance | 11350.40639 |
| Value | Count | Frequency (%) | |
| 0 | 36536 | 52.2% | |
| 253 | 5714 | 8.2% | |
| 252 | 2930 | 4.2% | |
| 254 | 2884 | 4.1% | |
| 255 | 1028 | 1.5% | |
| 251 | 515 | 0.7% | |
| 128 | 278 | 0.4% | |
| 250 | 236 | 0.3% | |
| 6 | 173 | 0.2% | |
| 57 | 172 | 0.2% | |
| 5 | 167 | 0.2% | |
| 9 | 165 | 0.2% | |
| 191 | 164 | 0.2% | |
| 64 | 161 | 0.2% | |
| 21 | 161 | 0.2% | |
| 248 | 160 | 0.2% | |
| 29 | 155 | 0.2% | |
| 4 | 154 | 0.2% | |
| 245 | 148 | 0.2% | |
| 3 | 148 | 0.2% | |
| 241 | 147 | 0.2% | |
| 7 | 142 | 0.2% | |
| 11 | 141 | 0.2% | |
| 236 | 139 | 0.2% | |
| 249 | 138 | 0.2% | |
| Other values (231) | 17244 | 24.6% |
| Value | Count | Frequency (%) | |
| 0 | 36536 | 52.2% | |
| 1 | 80 | 0.1% | |
| 2 | 127 | 0.2% | |
| 3 | 148 | 0.2% | |
| 4 | 154 | 0.2% | |
| 5 | 167 | 0.2% | |
| 6 | 173 | 0.2% | |
| 7 | 142 | 0.2% | |
| 8 | 130 | 0.2% | |
| 9 | 165 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 1028 | 1.5% | |
| 254 | 2884 | 4.1% | |
| 253 | 5714 | 8.2% | |
| 252 | 2930 | 4.2% | |
| 251 | 515 | 0.7% | |
| 250 | 236 | 0.3% | |
| 249 | 138 | 0.2% | |
| 248 | 160 | 0.2% | |
| 247 | 131 | 0.2% | |
| 246 | 122 | 0.2% |
| Distinct count | 223 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4125285714285714 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 69242 |
| Zeros (%) | 98.9% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16.30054869 |
|---|---|
| Coefficient of variation (CV) | 11.53997803 |
| Kurtosis | 174.8193614 |
| Mean | 1.412528571 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.92194048 |
| Sum | 98877 |
| Variance | 265.7078874 |
| Value | Count | Frequency (%) | |
| 0 | 69242 | 98.9% | |
| 255 | 49 | 0.1% | |
| 254 | 35 | 0.1% | |
| 253 | 33 | < 0.1% | |
| 191 | 13 | < 0.1% | |
| 128 | 13 | < 0.1% | |
| 51 | 10 | < 0.1% | |
| 2 | 10 | < 0.1% | |
| 7 | 9 | < 0.1% | |
| 8 | 9 | < 0.1% | |
| 23 | 8 | < 0.1% | |
| 5 | 8 | < 0.1% | |
| 3 | 8 | < 0.1% | |
| 12 | 7 | < 0.1% | |
| 18 | 6 | < 0.1% | |
| 114 | 6 | < 0.1% | |
| 50 | 6 | < 0.1% | |
| 170 | 6 | < 0.1% | |
| 4 | 6 | < 0.1% | |
| 24 | 6 | < 0.1% | |
| 238 | 6 | < 0.1% | |
| 29 | 6 | < 0.1% | |
| 14 | 6 | < 0.1% | |
| 43 | 5 | < 0.1% | |
| 22 | 5 | < 0.1% | |
| Other values (198) | 482 | 0.7% |
| Value | Count | Frequency (%) | |
| 0 | 69242 | 98.9% | |
| 2 | 10 | < 0.1% | |
| 3 | 8 | < 0.1% | |
| 4 | 6 | < 0.1% | |
| 5 | 8 | < 0.1% | |
| 6 | 4 | < 0.1% | |
| 7 | 9 | < 0.1% | |
| 8 | 9 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 49 | 0.1% | |
| 254 | 35 | 0.1% | |
| 253 | 33 | < 0.1% | |
| 252 | 5 | < 0.1% | |
| 249 | 1 | < 0.1% | |
| 247 | 4 | < 0.1% | |
| 246 | 1 | < 0.1% | |
| 245 | 1 | < 0.1% | |
| 244 | 1 | < 0.1% | |
| 243 | 1 | < 0.1% |
| Distinct count | 256 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.73247142857143 |
|---|---|
| Minimum | 0 |
| Maximum | 255 |
| Zeros | 44651 |
| Zeros (%) | 63.8% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 119 |
| 95-th percentile | 253 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 119 |
Descriptive statistics
| Standard deviation | 97.88541702 |
|---|---|
| Coefficient of variation (CV) | 1.585639045 |
| Kurtosis | -0.4118985598 |
| Mean | 61.73247143 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.170490626 |
| Sum | 4321273 |
| Variance | 9581.554865 |
| Value | Count | Frequency (%) | |
| 0 | 44651 | 63.8% | |
| 253 | 4200 | 6.0% | |
| 252 | 1793 | 2.6% | |
| 254 | 1672 | 2.4% | |
| 255 | 945 | 1.4% | |
| 251 | 349 | 0.5% | |
| 128 | 226 | 0.3% | |
| 250 | 203 | 0.3% | |
| 191 | 194 | 0.3% | |
| 231 | 151 | 0.2% | |
| 9 | 140 | 0.2% | |
| 64 | 138 | 0.2% | |
| 249 | 134 | 0.2% | |
| 4 | 130 | 0.2% | |
| 3 | 128 | 0.2% | |
| 14 | 128 | 0.2% | |
| 233 | 122 | 0.2% | |
| 20 | 119 | 0.2% | |
| 5 | 116 | 0.2% | |
| 244 | 114 | 0.2% | |
| 243 | 113 | 0.2% | |
| 37 | 110 | 0.2% | |
| 8 | 110 | 0.2% | |
| 15 | 108 | 0.2% | |
| 12 | 107 | 0.2% | |
| Other values (231) | 13799 | 19.7% |
| Value | Count | Frequency (%) | |
| 0 | 44651 | 63.8% | |
| 1 | 48 | 0.1% | |
| 2 | 90 | 0.1% | |
| 3 | 128 | 0.2% | |
| 4 | 130 | 0.2% | |
| 5 | 116 | 0.2% | |
| 6 | 96 | 0.1% | |
| 7 | 83 | 0.1% | |
| 8 | 110 | 0.2% | |
| 9 | 140 | 0.2% |
| Value | Count | Frequency (%) | |
| 255 | 945 | 1.4% | |
| 254 | 1672 | 2.4% | |
| 253 | 4200 | 6.0% | |
| 252 | 1793 | 2.6% | |
| 251 | 349 | 0.5% | |
| 250 | 203 | 0.3% | |
| 249 | 134 | 0.2% | |
| 248 | 88 | 0.1% | |
| 247 | 94 | 0.1% | |
| 246 | 106 | 0.2% |
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.452428571428571 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 6903 |
| Zeros (%) | 9.9% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.890195101 |
|---|---|
| Coefficient of variation (CV) | 0.6491277859 |
| Kurtosis | -1.255435629 |
| Mean | 4.452428571 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.02789431285 |
| Sum | 311670 |
| Variance | 8.35322772 |
| Value | Count | Frequency (%) | |
| 1 | 7877 | 11.3% | |
| 7 | 7293 | 10.4% | |
| 3 | 7141 | 10.2% | |
| 2 | 6990 | 10.0% | |
| 9 | 6958 | 9.9% | |
| 0 | 6903 | 9.9% | |
| 6 | 6876 | 9.8% | |
| 8 | 6825 | 9.8% | |
| 4 | 6824 | 9.7% | |
| 5 | 6313 | 9.0% |
| Value | Count | Frequency (%) | |
| 0 | 6903 | 9.9% | |
| 1 | 7877 | 11.3% | |
| 2 | 6990 | 10.0% | |
| 3 | 7141 | 10.2% | |
| 4 | 6824 | 9.7% | |
| 5 | 6313 | 9.0% | |
| 6 | 6876 | 9.8% | |
| 7 | 7293 | 10.4% | |
| 8 | 6825 | 9.8% | |
| 9 | 6958 | 9.9% |
| Value | Count | Frequency (%) | |
| 9 | 6958 | 9.9% | |
| 8 | 6825 | 9.8% | |
| 7 | 7293 | 10.4% | |
| 6 | 6876 | 9.8% | |
| 5 | 6313 | 9.0% | |
| 4 | 6824 | 9.7% | |
| 3 | 7141 | 10.2% | |
| 2 | 6990 | 10.0% | |
| 1 | 7877 | 11.3% | |
| 0 | 6903 | 9.9% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| 599 | 591 | 210 | 638 | 175 | 214 | 430 | 260 | 594 | 205 | 577 | 245 | 236 | 219 | 771 | 156 | 517 | 68 | 580 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 114 | 0 | 159 | 35 | 170 | 241 | 0 | 0 | 0 | 0 | 0 | 0 | 7 |
| 1 | 253 | 0 | 0 | 0 | 0 | 65 | 78 | 0 | 0 | 251 | 168 | 0 | 0 | 0 | 0 | 253 | 0 | 0 | 253 | 2 |
| 2 | 0 | 0 | 0 | 0 | 0 | 150 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 151 | 0 | 0 | 1 |
| 3 | 253 | 0 | 251 | 0 | 0 | 109 | 251 | 0 | 0 | 0 | 251 | 0 | 251 | 0 | 0 | 253 | 0 | 0 | 147 | 0 |
| 4 | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 0 | 0 | 0 | 128 | 252 | 134 | 0 | 0 | 0 | 84 | 0 | 0 | 4 |
| 5 | 0 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 252 | 0 | 0 | 1 |
| 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 153 | 0 | 189 | 0 | 254 | 0 | 100 | 0 | 0 | 0 | 0 | 0 | 4 |
| 7 | 0 | 0 | 253 | 254 | 0 | 0 | 238 | 0 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 0 | 0 | 0 | 245 | 9 |
| 8 | 0 | 0 | 253 | 0 | 0 | 253 | 251 | 11 | 0 | 0 | 252 | 11 | 0 | 170 | 0 | 75 | 253 | 0 | 148 | 5 |
| 9 | 13 | 0 | 36 | 0 | 0 | 199 | 136 | 0 | 0 | 0 | 0 | 211 | 45 | 0 | 0 | 0 | 100 | 0 | 0 | 9 |
Last rows
| 599 | 591 | 210 | 638 | 175 | 214 | 430 | 260 | 594 | 205 | 577 | 245 | 236 | 219 | 771 | 156 | 517 | 68 | 580 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 69990 | 117 | 0 | 2 | 0 | 0 | 253 | 0 | 0 | 0 | 0 | 0 | 5 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 9 |
| 69991 | 17 | 0 | 0 | 0 | 0 | 4 | 70 | 0 | 253 | 0 | 0 | 0 | 0 | 233 | 0 | 143 | 254 | 0 | 0 | 2 |
| 69992 | 145 | 0 | 109 | 0 | 0 | 217 | 0 | 0 | 0 | 0 | 0 | 128 | 27 | 0 | 0 | 0 | 2 | 0 | 0 | 9 |
| 69993 | 127 | 0 | 0 | 0 | 0 | 178 | 0 | 0 | 0 | 0 | 60 | 11 | 0 | 155 | 0 | 0 | 0 | 0 | 0 | 5 |
| 69994 | 241 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 196 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 1 |
| 69995 | 0 | 0 | 50 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 248 | 253 | 253 | 114 | 0 | 255 | 0 | 0 | 0 | 8 |
| 69996 | 217 | 0 | 108 | 0 | 0 | 211 | 0 | 0 | 252 | 0 | 233 | 252 | 0 | 0 | 0 | 253 | 0 | 0 | 0 | 3 |
| 69997 | 0 | 0 | 94 | 0 | 0 | 253 | 0 | 0 | 22 | 0 | 108 | 0 | 102 | 23 | 0 | 0 | 0 | 0 | 0 | 5 |
| 69998 | 253 | 0 | 11 | 0 | 0 | 62 | 226 | 0 | 0 | 0 | 84 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 |
| 69999 | 14 | 0 | 62 | 0 | 0 | 254 | 0 | 0 | 0 | 0 | 0 | 248 | 0 | 0 | 0 | 0 | 116 | 0 | 0 | 8 |
Most frequent
| 599 | 591 | 210 | 638 | 175 | 214 | 430 | 260 | 594 | 205 | 577 | 245 | 236 | 219 | 771 | 156 | 517 | 68 | 580 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 428 | 253 | 0 | 0 | 0 | 0 | 253 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 253 | 0 | 0 | 1 | 137 |
| 371 | 252 | 0 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 252 | 0 | 0 | 1 | 86 |
| 465 | 254 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 1 | 57 |
| 480 | 255 | 0 | 0 | 0 | 0 | 255 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 255 | 0 | 0 | 1 | 56 |
| 55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 0 | 1 | 42 |
| 60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 255 | 0 | 0 | 0 | 1 | 27 |
| 421 | 253 | 0 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 252 | 0 | 0 | 1 | 25 |
| 176 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 24 |
| 372 | 252 | 0 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 253 | 0 | 0 | 1 | 24 |
| 241 | 0 | 0 | 254 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 254 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21 |